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ALLaM 1 13B Instruct vs GPT-4.1 Nano

vs
GPT-4.1 Nano

OpenAI

29#428
Signal-by-Signal Comparison
SignalALLaM 1 13B InstructDeltaGPT-4.1 Nano
Capabilities
17
-67
83
Pricing
98
-1
100
Context window size
57
-38
96
Recency
6
-24
31
Output Capacity
58
-38
96
Benchmarks
0
-23
23
Overall Result
0 wins
of 6
6 wins
GPT-4.1 Nano wins 6 of 6 signals

Score History

Score History (37 data points)
ALLaM 1 13B InstructGPT-4.1 Nano
ALLaM 1 13B Instruct

30.3

current score

Leader

ALLaM 1 13B Instruct

right now

GPT-4.1 Nano

29.4

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

ALLaM 1 13B Instruct

HUMAIN

Per request$0.002700
Daily$9.00
Monthly$270.00
Annual$3240.00

GPT-4.1 Nano

OpenAI

Best Value
Per request$0.000300
Daily$1.00
Monthly$30.00
Annual$360.00

GPT-4.1 Nano saves you $240.00/month

That's $2880.00/year compared to ALLaM 1 13B Instruct at your current usage level of 100K calls/month.

89% cheaper
Choose GPT-4.1 Nano for cost optimization

ALLaM 1 13B Instruct pricing:
Input:$1.80/M tokens
Output:$1.80/M tokens
GPT-4.1 Nano pricing:
Input:$0.10/M tokens
Output:$0.40/M tokens
Winner
ALLaM 1 13B Instruct

HUMAIN

30

Composite Score

GPT-4.1 Nano

OpenAI

29

Composite Score

Signal-by-Signal Comparison
MetricALLaM 1 13B InstructGPT-4.1 NanoWinner
Overall Score
30
29
ALLaM 1 13B Instruct
Rank#427#428
ALLaM 1 13B Instruct
Quality Rank#427#428
ALLaM 1 13B Instruct
Adoption Rank#427#428
ALLaM 1 13B Instruct
Parameters13B----
Context Window4K1048K
GPT-4.1 Nano
Pricing$1.80/$1.80/M$0.10/$0.40/M--
Signal Scores
Capabilities
17
83
GPT-4.1 Nano
Pricing
98
100
GPT-4.1 Nano
Context window size
57
96
GPT-4.1 Nano
Recency
6
31
GPT-4.1 Nano
Output Capacity
58
96
GPT-4.1 Nano
Benchmarks--
23
GPT-4.1 Nano
Benchmark Head-to-Head(1 benchmarks)
ALLaM 1: 0GPT-4.1 Nano: 0
ALLaM 1
GPT-4.1 Nano
Normalized 0-100%
BigCodeBench
-28.4%
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

ALLaM 1 13B InstructEntry Level

Scores 30/100 (rank #427), placing it in the top -47% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-4.1 NanoLimited

Scores 29/100 (rank #428), placing it in the top -47% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 1-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose ALLaM 1 13B Instruct when you need:

  • Budget-friendly applications with moderate quality requirements

Choose GPT-4.1 Nano when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (1048K token context)
  • Multimodal workflows that require image understanding
  • Agentic applications using tool/function calling
Cost-Performance Analysis
ALLaM 1 13B Instruct
Input cost$1.80/M tokens
Output cost$1.80/M tokens
Cost per quality point$0.119
Est. monthly (1M tokens/day)$54.00
GPT-4.1 NanoBest Value
Input cost$0.10/M tokens
Output cost$0.40/M tokens
Cost per quality point$0.017
Est. monthly (1M tokens/day)$7.50

GPT-4.1 Nano offers 86% better value per quality point. At 1M tokens/day, you'd spend $7.50/month with GPT-4.1 Nano vs $54.00/month with ALLaM 1 13B Instruct - a $46.50 monthly difference.

Latency & Speed
ALLaM 1 13B InstructFaster
Speed score0/100
GPT-4.1 Nano
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

ALLaM 1 13B Instruct

Customer support chatbot

Suitable for user-facing chat with competitive response times. GPT-4.1 Nano also offers lower per-token costs for high-volume support

ALLaM 1 13B Instruct

Long document analysis

Larger context window (1048K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-4.1 Nano

Batch data extraction

Lower output pricing ($0.40/M) reduces costs when processing thousands of records daily

GPT-4.1 Nano

Creative writing & content

Higher overall composite score (30/100) correlates with better nuance, coherence, and style in long-form content

ALLaM 1 13B Instruct

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

GPT-4.1 Nano
Which Should You Choose?
Our recommendation:
ALLaM 1 13B Instruct

ALLaM 1 13B Instruct and GPT-4.1 Nano are extremely close in overall performance (only 0.9000000000000021 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by HUMAIN

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by OpenAI

  • Choose for Cost - 86% lower pricing; better value at scale
Capability Comparison
CapabilityALLaM 1 13B InstructGPT-4.1 Nano
Vision (Image Input)differs
Function Callingdiffers
Streaming
JSON Modediffers
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

ALLaM 1 13B Instruct

HUMAIN

$5.40
estimated monthly cost

GPT-4.1 Nano

OpenAI

Best Value
$0.6600
estimated monthly cost

GPT-4.1 Nano saves you $4.74/month

That's 88% cheaper than ALLaM 1 13B Instruct at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterALLaM 1 13B InstructGPT-4.1 Nano
Context Window4K1.0M
Max Output Tokens4,096942,818
Open SourceNoNo
CreatedDec 1, 2024Apr 14, 2025
Last updated: 6m ago

相关对比

ALLaM 1 13B Instruct vs GPT-4.1 Nano (2026) | LM Market Cap